17 citations · 41 across the 4 of their papers we have counts for
4 papers
Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training
Yunwei Lan, Zhigao Cui, Chang Liu +4
Unpaired training has been verified as one of the most effective paradigms for real scene dehazing by learning from unpaired real-world hazy and clear images. Although numerous stu…
Towards Interactive Image Inpainting via Sketch Refinement
Chang Liu, Shunxin Xu, Jialun Peng +2
One tough problem of image inpainting is to restore complex structures in the corrupted regions. It motivates interactive image inpainting which leverages additional hints, e.g., s…
Exploiting Optical Flow Guidance for Transformer-Based Video Inpainting
Kaidong Zhang, Jialun Peng, Jingjing Fu +1
Transformers have been widely used for video processing owing to the multi-head self attention (MHSA) mechanism. However, the MHSA mechanism encounters an intrinsic difficulty for…
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE
Jialun Peng, Dong Liu, Songcen Xu +1
Given an incomplete image without additional constraint, image inpainting natively allows for multiple solutions as long as they appear plausible. Recently, multiplesolution inpain…